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Automation Risk Analysis

Will “Cigarette and Filter Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Cigarette and Filter Inspector” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Cigarette and Filter Inspector” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Inspectors, Testers, Sorters, Samplers, and Weighers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

Avg. Annual Salary $51,670
Avg. Hourly Wage $24.84
Available Jobs (US) 591,180
Job Title & Hierarchy Code (SOC) Inspectors, Testers, Sorters, Samplers, and Weighers #51-9061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Inspectors, Testers, Sorters, Samplers, and Weighers”

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Core Skills & Abilities

  • Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.

  • Disassemble defective parts or components, such as inaccurate or worn gauges or measuring instruments.

  • Mark items with details, such as grade or acceptance-rejection status.

  • Inspect or test raw materials, parts, or products to determine compliance with environmental standards.

  • Compute defect percentages or averages, using formulas and calculators.

  • Collect or select samples for testing or for use as models.

  • Write test or inspection reports describing results, recommendations, or needed repairs.

  • Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.

  • Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.

  • Recommend necessary corrective actions, based on inspection results.

  • Monitor machines that automatically measure, sort, or inspect products.

  • Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.

  • Read dials or meters to verify that equipment is functioning at specified levels.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

  • Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.

  • Analyze test data, making computations as necessary, to determine test results.

  • Notify supervisors or other personnel of production problems.

  • Adjust, clean, or repair products or processing equipment to correct defects found during inspections.

  • Position products, components, or parts for testing.

  • Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

  • Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.

  • Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.

  • Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

  • Stack or arrange tested products for further processing, shipping, or packaging.

  • Administer tests to assess whether engineers or operators are qualified to use equipment.

  • Discard or reject products, materials, or equipment not meeting specifications.

  • Check arriving materials to ensure that they match purchase orders, submitting discrepancy reports as necessary.

  • Inspect, test, or measure materials, products, installations, or work for conformance to specifications.

  • Compute usable amounts of items in shipments.

  • Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.

Technologies & Software

  • Selenium
  • Rockwell Automation AI
  • Medical condition coding software
  • Cybermetrics GAGETrak
  • Data analysis software
  • Mastercam Design
  • Design of experiments DOE software
  • Apache Pig
  • ChatGPT (OpenAI)
  • Grok (xAI)
  • Structured query language SQL
  • FileMaker Pro
  • Coordinate measuring machine software
  • IBM Notes
  • Microsoft Access
  • Skype
  • SAP software
  • Wilcox Associates PC-DMIS Inspection Planner
  • Statistical process control SPC data collection devices
  • Microsoft Word
  • Siemens Industrial AI
  • Sight Machine AI
  • Mastercam computer-aided design and manufacturing software
  • IBM Lotus Notes
  • Atlassian JIRA
  • Dassault Systemes SolidWorks
  • Microsoft Office software
  • Nova (Amazon)
  • Data entry software
  • Kimi (Moonshot AI)
  • Mistral (Mistral AI)
  • Cognex Vision AI
  • Database software
  • Dassault Systemes CATIA
  • Inspection marking systems
  • Computer assisted design software
  • Claude (Anthropic)
  • Extensible markup language XML
  • Microsoft SharePoint
  • Qwen (Alibaba)
  • Gemini (Google)
  • Microsoft Excel
  • Apache Hive
  • Computer-aided inspection software
  • Microsoft Visio
  • Label inspection systems
  • The MathWorks MATLAB
  • ABB AI Robotics
  • Minitab
  • Tolerance analysis software
  • Llama (Meta)
  • Microsoft PowerPoint
  • DeepSeek
  • Autodesk AutoCAD
  • R
  • Microsoft Outlook
  • Verisurf Metrology
  • Metallurgical microscopes
  • Impact toughness testers
  • Eddy current flaw detectors
  • Eddy current probes
  • Shear testers
  • Resistance meters
  • Manufacturing defect analyzers MDA
  • Digital voltmeters DVM
  • Viscometers
  • Pi tapes
  • Printed circuit board PCB testers
  • Industrial bench scales
  • Coordinate measuring machines CMM
  • Resistivity meters
  • Vibration and shaker systems
  • Optical comparators
  • Multimeters
  • In-circuit testers
  • Optical gauges
  • Force transducers
  • Environmental chambers
  • Conductivity meters
  • Accelerometers
  • Capacitive acceleration instruments
  • Laser thickness gauges
  • Bit error rate testers BERT
  • Verisurf Master3DGage
  • Radiographic flaw detectors
  • Plotters
  • Digital resistance meters
  • Penetrant flaw detectors
  • Calipers
  • Plug gauges
  • Ammeters
  • Micrometers
  • Impact hammers
  • Overhead cranes
  • Function generators
  • Return loss calibrator RLC passive component testers
  • Beta gauges
  • Digital multimeters
  • Hydraulic pumps
  • Pulse generators
  • Frequency counters
  • Magnetic particle flaw detectors
  • Signal generators
  • Holographic interferometers
  • Thread gauges
  • Utrasonic flaw detectors
  • Compression testers
  • Direct current DC power testers
  • Measuring microscopes
  • Forklifts
  • Linear or mixed signal equipment
  • Digital resistance thermometers
  • Hardness testers
  • Strain gauges
  • Pin gauges
  • Moisture meters
  • Ductility testers
  • Personal computers
  • Shock testers
  • Hipot testers
  • Mass flow leak testers
  • Power meters
  • Piezoelectric acceleration instruments
  • Laser shearography flaw detectors
  • Null-balance acceleration instruments
  • Gloss meters
  • Sorting machines
  • Frequency meters
  • Calorimetric leak testers
  • Resonance acceleration instruments
  • Backplane testers
  • Bubble leak testers
  • Height gauges
  • Tensile testers
  • Fatigue testers
  • Logic test systems
  • Verisurf CMM Master
  • Continuity testers
  • Creep and stress relaxation testers
  • Sampling oscilloscopes
  • Verisurf 3Dgage
  • Hydraulic lifts
  • Color spectrometers
  • Depth gauges
  • Magnetic induction acceleration instruments

Alternative Job Titles